Linear Transformation from R3 to R3

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SUMMARY

The discussion centers on a linear transformation T from R3 to R3, specifically defined by T(1, 0, 0) = (1, 0, -1), T(0, 1, 0) = (1, 0, -1), and T(0, 0, 1) = (1, 2, 2). The transformation can be represented using the matrix $$ \begin{bmatrix} 1 & 1 & 1 \\ 0 & 0 & 2 \\ -1 & -1 & 2\\ \end{bmatrix} $$ which maps vectors in R3 to the subspace spanned by (1, 0, -1) and (1, 2, 2). The discussion also explores alternative matrix representations and confirms that switching basis vectors can yield valid transformations.

PREREQUISITES
  • Understanding of linear transformations in vector spaces
  • Familiarity with matrix multiplication and representation
  • Knowledge of basis vectors and their significance in linear algebra
  • Ability to work with R3 and its geometric interpretations
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  • Study the properties of linear transformations in R3
  • Learn about matrix representation of linear transformations
  • Explore the concept of basis and dimension in vector spaces
  • Investigate the implications of changing basis vectors in linear algebra
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Students and professionals in mathematics, particularly those focusing on linear algebra, as well as educators teaching concepts related to linear transformations and matrix theory.

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Homework Statement
Describe explicitly a linear transformation from R3 into R3 which has as its
range the subspace spanned by (1, 0, -1) and (1, 2, 2).
Relevant Equations
linear transformation
"There is a linear transformation T from R3 to R3 such that T (1, 0, 0) = (1,0,−1), T(0,1,0) = (1,0,−1) and T(0,0,1) = (1,2,2)" - why is this the case?

Thank you.
 
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Does it help to glance at the following matrices:
$$
\begin{bmatrix}
1 & 1 & 1 \\
0 & 0 & 2 \\
-1 & -1 & 2\\
\end{bmatrix}
\times
\begin{bmatrix}
x \\
y \\
z\\
\end{bmatrix}
$$
?
 
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jolly_math said:
Homework Statement:: Describe explicitly a linear transformation from R3 into R3 which has as its
range the subspace spanned by (1, 0, -1) and (1, 2, 2).
Relevant Equations:: linear transformation

"There is a linear transformation T from R3 to R3 such that T (1, 0, 0) = (1,0,−1), T(0,1,0) = (1,0,−1) and T(0,0,1) = (1,2,2)" - why is this the case?

Thank you.
A linear transformation can be fully described by its action on any basis. Can you see why?
 
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Hall said:
$$
\begin{bmatrix}
1 & 1 & 1 \\
0 & 0 & 2 \\
-1 & -1 & 2\\
\end{bmatrix}
\times
\begin{bmatrix}
x \\
y \\
z\\
\end{bmatrix}
$$

For R3, would
$$
\begin{bmatrix}
1 & 1 & 1 \\
0 & 2 & 0 \\
-1 & 2 & -1\\
\end{bmatrix}
\times
\begin{bmatrix}
x \\
y \\
z\\
\end{bmatrix}
$$
also work (switching which vector corresponds to each basis)? Thanks.
 
jolly_math said:
For R3, would
$$
\begin{bmatrix}
1 & 1 & 1 \\
0 & 2 & 0 \\
-1 & 2 & -1\\
\end{bmatrix}
\times
\begin{bmatrix}
x \\
y \\
z\\
\end{bmatrix}
$$
also work (switching which vector corresponds to each basis)? Thanks.
Yes, I think. I think even double columns of ##(1,2,2)## will also satisfy the given things.
 
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